Character speller and character spell test method on the basis of brain-computer interface based on motor imagery
A technology of motion imagery and testing methods, applied to the input/output of user/computer interaction, instruments, computer components, etc., which can solve the problems of increasing the difficulty and complexity of the user's operation
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[0024] The present invention provides a character speller based on motor imagery brain-computer interface (MI-BCI). Motor imagery can be seen as the internal rehearsal of motor behavior without overt motor output. When people imagine the movement of one of their limbs, the amplitude of the EEG signal in a specific frequency band of a specific brain area will be weakened or enhanced (event-related desynchronization or event-related synchronization (ERD / ERS)), thereby generating a corresponding EEG pattern . The design of this device combines the traditional motor imagery instruction set based on a single limb into a mixed cycle coding, so as to realize the function of character spelling in a large instruction set.
[0025] The technical process is: design a new character speller experiment, build an experimental platform, read the user's EEG data in real time, preprocess the collected data, extract features, use support vector machines for pattern recognition, and use real-tim...
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